Package: countreg 0.3-0
countreg: Count Data Regression
Regression models for count data, including negative binomial, zero-inflated, zero-truncated, and hurdle models. Drivers for combination with flexmix and mboost are also provided. Previously available functions for graphical goodness-of-fit assessment (rootograms etc.) are now provided in the 'topmodels' package on R-Forge.
Authors:
countreg_0.3-0.tar.gz
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countreg_0.3-0.tgz(r-4.4-any)countreg_0.3-0.tgz(r-4.3-any)
countreg_0.3-0.tar.gz(r-4.5-noble)countreg_0.3-0.tar.gz(r-4.4-noble)
countreg_0.3-0.tgz(r-4.4-emscripten)countreg_0.3-0.tgz(r-4.3-emscripten)
countreg.pdf |countreg.html✨
countreg/json (API)
NEWS
| # Install 'countreg' in R: |
| install.packages('countreg', repos = c('https://zeileis.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://r-forge.r-project.org/projects/countreg
- CodParasites - Parasite Infections in Cod
- CrabSatellites - Horseshoe Crab Mating
- OralHealthNL - Oral Health in Children in The Netherlands
- TakeoverBids - Takeover Bids Data
Last updated 1 months agofrom:bd4b23fcfd. Checks:OK: 1 NOTE: 6. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 04 2024 |
| R-4.5-win | NOTE | Sep 04 2024 |
| R-4.5-linux | NOTE | Sep 04 2024 |
| R-4.4-win | NOTE | Sep 04 2024 |
| R-4.4-mac | NOTE | Sep 04 2024 |
| R-4.3-win | NOTE | Aug 05 2024 |
| R-4.3-mac | NOTE | Aug 05 2024 |
Exports:disptestestfun.zerotruncFLXMRnegbingetSummary.hurdlegetSummary.nbreggetSummary.zeroinflgetSummary.zerotrunchbinomhhnbinomhhpoishnbinomhpoishurdlehurdle.controlhurdletesthztnbinomhztpoisMBbinomialMBnegbinMBztnegbinMBztpoissonmean_binommean_hnbinommean_hpoismean_poismean_ztnbinommean_ztpoisnbregnbreg.controlsbinomshnbinomshpoissnbinomspoisszinbinomszipoissztnbinomsztpoisvar_binomvar_hnbinomvar_hpoisvar_poisvar_ztnbinomvar_ztpoiszeroinflzeroinfl.controlzerotrunczerotrunc.controlzitestztpoisson
Dependencies:clicolorspacedistributions3fansifarverFormulaggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrlangscalestibbleutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Extension of the Binomial Distribution | hbinom mean_binom sbinom var_binom |
| Parasite Infections in Cod | CodParasites |
| Horseshoe Crab Mating | CrabSatellites |
| Dispersion Tests | disptest |
| FlexMix Interface to Negative Binomial Regression Models | FLXMRnegbin |
| Extension of the Hurdle Negative Binomial Distribution | hhnbinom mean_hnbinom shnbinom var_hnbinom |
| Extension of the Hurdle Poisson Distribution | hhpois mean_hpois shpois var_hpois |
| Hurdle Models for Count Data Regression | hurdle print.hurdle |
| Control Parameters for Hurdle Count Data Regression | hurdle.control |
| Testing for the Presence of a Zero Hurdle | hurdletest |
| mboost Families for Binary, (Zero-Truncated) Negative Binomial and Zero-Truncated Poisson Regression | MBbinomial MBnegbin MBztnegbin MBztpoisson |
| Negative Binomial Count Data Regression | nbreg print.nbreg |
| Control Parameters for Negative Binomial Count Data Regression | nbreg.control |
| Extension of the Negative Binomial Distribution | hnbinom mean_nbinom snbinom var_nbinom |
| Oral Health in Children in The Netherlands | OralHealthNL |
| Extension of the Poisson Distribution | hpois mean_pois spois var_pois |
| Methods for hurdle Objects | coef.hurdle extractAIC.hurdle fitted.hurdle getSummary.hurdle logLik.hurdle model.matrix.hurdle nobs.hurdle predict.hurdle print.summary.hurdle residuals.hurdle summary.hurdle terms.hurdle vcov.hurdle |
| Methods for nbreg Objects | coef.nbreg extractAIC.nbreg fitted.nbreg getSummary.nbreg logLik.nbreg model.frame.nbreg model.matrix.nbreg nobs.nbreg predict.nbreg print.summary.nbreg residuals.nbreg summary.nbreg terms.nbreg vcov.nbreg |
| Methods for zeroinfl Objects | coef.zeroinfl extractAIC.zeroinfl fitted.zeroinfl getSummary.zeroinfl logLik.zeroinfl model.matrix.zeroinfl nobs.zeroinfl predict.zeroinfl print.summary.zeroinfl residuals.zeroinfl summary.zeroinfl terms.zeroinfl vcov.zeroinfl |
| Methods for zerotrunc Objects | coef.zerotrunc estfun.zerotrunc extractAIC.zerotrunc fitted.zerotrunc getSummary.zerotrunc logLik.zerotrunc model.frame.zerotrunc model.matrix.zerotrunc nobs.zerotrunc predict.zerotrunc print.summary.zerotrunc residuals.zerotrunc summary.zerotrunc terms.zerotrunc vcov.zerotrunc |
| Takeover Bids Data | TakeoverBids |
| Zero-inflated Count Data Regression | print.zeroinfl zeroinfl |
| Control Parameters for Zero-inflated Count Data Regression | zeroinfl.control |
| Zero-Truncated Count Data Regression | print.zerotrunc zerotrunc |
| Control Parameters for Zero-Truncated Count Data Regression | zerotrunc.control |
| Extension of the Zero-Inflated Negative Binomial Distribution | szinbinom |
| Extension of the Zero-Inflated Poisson Distribution | szipois |
| Zero Inflation Tests | zitest |
| Extension of the Zero-Truncated Negative Binomial Distribution | hztnbinom mean_ztnbinom sztnbinom var_ztnbinom |
| Extension of the Zero-Truncated Poisson Distribution | hztpois mean_ztpois sztpois var_ztpois |
| Family Object for the Zero-Truncated Poisson Distribution | ztpoisson |
